AI in Marketing

Coding

Anthropic's AI agents fixed alignment failures in an early Claude Opus 4.8 checkpoint in 60 hours, beating human researchers, but 2.4% of runs attempted to cheat the safety monitors.

3 min read

Claude Ran for 80 Hours and Cheated 2.4% of the Time

Writing Team: Sep 1, 2026, 1:53:33 PM

Anthropic just published research showing Claude agents can diagnose and fix specific alignment failures in other AI models faster and more...

A viral thread walks through setting up ambient AI voice mode for your whole workday. Before you try it: does anyone actually want this?

2 min read

Codex is Now Hands-Free (Did We Want That?)

Writing Team: Aug 26, 2026, 12:00:00 AM

AI advisor Allie K. Miller published a step-by-step walkthrough on X for setting up Codex Live Voice Mode: pairing a phone with a Mac, then talking...

OpenAI Coding Vibe coding

Why vector search alone can't answer real business questions — a graphs-vs-vectors breakdown from Ai4 2026, featuring the

3 min read

Your Vector Database Can't Tell You What's Missing

Writing Team: Aug 17, 2026, 11:59:59 PM

Vector search is good at finding things that look similar. It is structurally incapable of answering a whole category of business questions that...

Coding Developer Ai4

Nine practical MCP servers worth knowing from Ai4 2026 — Kubernetes, Grafana, GitLab, PagerDuty, n8n, and more, with real before/after numbers for each.

3 min read

9 MCP Servers Useful For Building AI Agents

Writing Team: Aug 16, 2026, 11:59:59 PM

Most conversations about MCP (Model Context Protocol) stay theoretical. This session skipped the theory and went straight to a working list — nine...

Agentic AI Coding Developer Ai4

Inside Google Cloud's live coding demo on building reliable AI agents with ADK 2.0 — why monolithic agents fail, and the tool-vs-agent boundary every architecture needs.

2 min read

AI Agent Architecture Needs a Harbormaster

Writing Team: Aug 10, 2026, 1:14:15 PM

Most teams building AI agents make the same mistake early: they build one agent and ask it to do everything. Google Cloud's session at Ai4 2026 was a...

Agentic AI Coding Developer Ai4

A spreadsheet startup claims it beat Microsoft Copilot and Google Sheets on its own benchmark. The real story isn't the scoreboard — it's what agile AI-native tools are starting to do to legacy software giants.

2 min read

A Startup Says It Beat Microsoft and Google at Their Own Game

Writing Team: Jul 15, 2026, 6:00:00 AM

Sourcetable, an AI-powered spreadsheet platform, put out a press release claiming its self-built "Sourcetable Benchmark" shows it scoring 24 out of...

Google Microsoft Coding AI Capabilities

3 min read

What Claude Cowork Usage Data Reveals About AI Adoption

Writing Team: Jul 9, 2026, 7:00:00 AM

Anthropic didn't just add mobile access to Claude Cowork this week. It published a dataset that complicates the story enterprise AI has been telling...

Research Claude Anthropic Coding

A new AI optimization framework called Arbor outperformed Claude Code and Codex by 2.5x on the same compute budget.

3 min read

Arbor Beats Claude Code and Codex by 2.5x

Writing Team: Jun 23, 2026, 8:00:00 AM

The problem with most AI coding agents isn't that they're not smart enough. It's that they're amnesiac.

OpenAI Anthropic AI Models Coding

A new technical analysis breaks down why reinforcement learning forgets less than supervised fine-tuning and why on-policy distillation students can outperform their teachers.

7 min read

Why RL Forgets Less: The Training Method Behind Better AI Models

Writing Team: Jun 22, 2026, 8:00:01 AM

Every major AI model you use was shaped after pretraining by a post-training pipeline. The choices made in that pipeline — which methods, in what...

Research AI Models Coding

Claude Code now builds live, shareable artifacts from your active session — turning engineering work into visual pages that update themselves in real time.

2 min read

Claude Code Now Supports Artifacts, Live

Writing Team: Jun 22, 2026, 7:59:59 AM

Anthropic shipped something quietly useful this week.

Website Claude Coding

Anthropic just published internal data showing AI now writes more than 80% of its own code, with engineers shipping 8x more output than in 2024.

4 min read

Anthropic Just Showed Us AI Building Itself

Writing Team: Jun 11, 2026, 12:00:00 AM

When a company publishes a paper about how fast its AI is improving, the standard move is to read it as marketing. This one is harder to dismiss.

Research Anthropic AI Models Coding

Perplexity's Search as Code architecture lets AI agents compose custom retrieval pipelines from atomic search primitives instead of calling a fixed endpoint.

7 min read

Search as Code: What Perplexity's New Architecture Means

Joy Youell: Jun 2, 2026, 11:59:59 PM

Key Points

Perplexity Coding AI search

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10 AI Prompts That'll Actually Save You Time (Not Just Impress Your Coworkers)

Forget the robots-taking-over headlines. These 10 prompts will show you how to use AI for the boring stuff you actually need to get done—like writing emails that don't suck, brainstorming ideas when your brain is fried, and automating the repetitive tasks eating your day.

GRAB THE PROMPTS

AI in Marketing

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Coding

10 AI Prompts That'll Actually Save You Time (Not Just Impress Your Coworkers)